The world’s fastest GTFS validator. Catch errors instantly before they reach Google Maps. Runs entirely on your device-your data never leaves your computer.
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Inspired by the official standards, rebuilt for the modern era.
The easiest way to validate feeds on your machine.
Integrate ultra-fast validation into your ETL pipelines.
pip install gtfs-guru
import gtfs_guru
report = gtfs_guru.validate("data.zip")
if not report.is_valid:
print(f"Found {report.error_count} errors")
report.save_html("report.html")
cargo install gtfs-guru-cli
gtfs-guru -i ./feed.zip -o ./dist
# Output JSON for CI/CD
gtfs-guru --json -i feed.zip | jq .
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The most famous image from the shoot features Kardashian in a black gown, balancing a champagne glass on her rear while a stream of bubbly arcs over her head into the glass. Paper Magazine Winter 2014 Pdf
The early 2010s was the twilight of the print-first era. Tablets like the iPad were gaining traction, and the concept of a "PDF edition" of a magazine was becoming a standard perk for subscribers. The Winter 2014 issue was specifically important because it served as a bridge between the tactile, glossy world of NYC lofts and the pixel-perfect world of social media. The Winter 2014 issue of Paper Magazine, featuring
18;write_to_target_document7;default0;a1;0;a1;18;write_to_target_document1a;_f2_uadrUAoHJkPIPupuZ6AE_20;a5; Tablets like the iPad were gaining traction, and